New AI Agent Wiki Layer Utilizes Markdown and Git for Knowledge Management

Apr 25, 2026

AI Summary

A new wiki layer for AI agents has been developed using markdown and Git, allowing agents to maintain and share knowledge effectively. This system features a private notebook for each agent, a shared team wiki, and various tools for managing and retrieving information.

The wiki layer operates locally and can be cloned for personal use, emphasizing markdown and Git as foundational tools.
Each agent has a private notebook and access to a shared team wiki, with a process for promoting entries from notebooks to the main wiki.
The system includes features like a per-entity fact log, broken-link detection, and a daily lint check for inconsistencies.
It uses a BM25 search algorithm with SQLite for structured metadata, achieving 85% recall on benchmark queries.
The wiki is part of WUPHF, an open-source collaborative office for AI agents, which can be used independently of the full office setup.
Current limitations include ongoing recall tuning, synthesis quality dependent on input quality, and a focus limited to a single office without cross-office capabilities.

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New AI Agent Wiki Layer Utilizes Markdown and Git for Knowledge Management

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